Publication
PPoPP 2018
Conference paper

POSTER: SecureMR: Secure MapReduce using homomorphic encryption and program partitioning

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Abstract

In cloud computing customers upload data and computation to cloud providers. As they cede their data to the cloud provider, they may cede data confidentiality. We develop SecureMR, a system that analyzes and transforms MapReduce programs to operate over encrypted data. SecureMR makes use of partially homomorphic encryption and a trusted client. We evaluate SecureMR on a set of MapReduce benchmarks.

Date

10 Feb 2018

Publication

PPoPP 2018

Authors

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